Routing attribute data mining based on rough set theory

被引：0
|
作者：
Liu, YB [1 ]
Tang, H
Wang, MH
Sun, SX
机构：
[1] UEST China, Sch Comp Sci, Chengdu 610010, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Chongqing 400065, Peoples R China
来源：
ADVANCED DATA MINING AND APPLICATIONS, PROCEEDINGS | 2005年 / 3584卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
QOSPF (Quality of Service Open Shortest Path First) based on QoS routing has been recognized as a missing piece in the evolution of QoS-based service offerings in the Internet. A data mining method for QoS routing based on rough set theory has been presented in this paper. The information system about the link is created from the subnet, and the method of rough set can mine the best route from enormous irregular link QoS data and can classify the link with the link-status data. An instance applying to the theory is presented, which verifies the feasibility that the most excellent attribute set is mined by rough set theory for compatible data table.
引用
收藏
页码：276 / 283
页数：8
相关论文
共 50 条
  • [1] A study on spatial attribute data mining based on rough set
    Li, LS
    Tang, B
    Ni, ZW
    Yang, T
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 743 - 746
  • [2] Rough set based attribute reduction approach in data mining
    Li, K
    Liu, YS
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 60 - 63
  • [3] Rough Set Based Attribute Reduction and Extension Data Mining
    Zheng, XiuZhang
    Zeng, Bi
    Liu, SiDong
    2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL II, PROCEEDINGS, 2008, : 109 - 112
  • [4] A data mining algorithm based on rough set theory
    Zhou, CL
    Li, ZG
    Meng, YJ
    Meng, QL
    ICIA 2004: Proceedings of 2004 International Conference on Information Acquisition, 2004, : 413 - 416
  • [5] A rough set approach to attribute generalization in data mining
    Chan, CC
    INFORMATION SCIENCES, 1998, 107 (1-4) : 169 - 176
  • [6] Data mining and rough set theory
    Grzymala-Busse, JW
    Ziarko, W
    COMMUNICATIONS OF THE ACM, 2000, 43 (04) : 108 - 109
  • [7] Attribute Reduction for Massive Data Based on Rough Set Theory and MapReduce
    Yang, Yong
    Chen, Zhengrong
    Liang, Zhu
    Wang, Guoyin
    ROUGH SET AND KNOWLEDGE TECHNOLOGY (RSKT), 2010, 6401 : 672 - 678
  • [8] The research of data mining approach based on rough set theory
    Zheng, Liying
    Li, Yongchang
    Liu, Liyan
    INFORMATION, MANAGEMENT AND ALGORITHMS, VOL II, 2007, : 97 - 101
  • [9] XML Data Mining Model based on Rough Set Theory
    Li Weiping
    Yang Jie
    Wang Gang
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 3446 - +
  • [10] Optimization of Data Mining in CRM Based on Rough Set Theory
    Jiang Hua
    Cui Zhenxing
    2009 INTERNATIONAL FORUM ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 3, PROCEEDINGS, 2009, : 252 - +
12345